The arithmetic mean of what? A Cautionary Tale about the Use of the Geometric Mean as a Measure of Fitness

Biology and Philosophy 37 (2):1-22 (2022)
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Abstract

Showing that the arithmetic mean number of offspring for a trait type often fails to be a predictive measure of fitness was a welcome correction to the philosophical literature on fitness. While the higher mathematical moments of a probability-weighted offspring distribution can influence fitness measurement in distinct ways, the geometric mean number of offspring is commonly singled out as the most appropriate measure. For it is well-suited to a compounding process and is sensitive to variance in offspring number. The geometric mean thus proves to be a predictively efficacious measure of fitness in examples featuring discrete generations and within- or between-generation variance in offspring output. Unfortunately, this advance has subsequently led some to conclude that the arithmetic mean is never a good measure of fitness and that the geometric mean should accordingly be the default measure of fitness. We show not only that the arithmetic mean is a perfectly reasonable measure of fitness so long as one is clear about what it refers to, but also that it functions as a more general measure when properly interpreted. It must suffice as a measure of fitness in any case where the geometric mean has been effectively deployed as a measure. We conclude with a discussion about why the mathematical equivalence we highlight cannot be dismissed as merely of mathematical interest.

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Pierrick Bourrat
Macquarie University

References found in this work

Darwinian Populations and Natural Selection.Peter Godfrey-Smith - 2009 - Oxford, GB: Oxford University Press.
Complexity and the Function of Mind in Nature.Peter Godfrey-Smith (ed.) - 1996 - New York: Cambridge University Press.
Interpretations of probability.Alan Hájek - 2007 - Stanford Encyclopedia of Philosophy.
The propensity interpretation of fitness.Susan K. Mills & John H. Beatty - 1979 - Philosophy of Science 46 (2):263-286.

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